superduper
superduper copied to clipboard
superduper-io
Superduper: Integrate AI models and machine learning workflows with your database to implement custom AI applications, without moving your data. Including streaming inference, scalable model hosting,...
There are several ways in which serialization is not the same in several places: - Different between SQL & MongoDB (`Schema` vs inline). - Different between how users would "create"...
**Status Quo**: we already support `Schema` for MongoDB at insertion: `insert_many(..., schema=...)`. **Suggestion**: make `Collection` a `Component` and add an (optional) `Schema` as argument.
## Description ## Related Issues ## Checklist - [ ] Is this code covered by new or existing unit tests or integration tests? - [ ] Did you run `make...
## Description fix https://github.com/SuperDuperDB/superduperdb/issues/1937 ## Related Issues ## Checklist - [ ] Is this code covered by new or existing unit tests or integration tests? - [ ] Did you...
## Description Added labeled Text and Images data snippets to the notebook. The labeled data can be used to implement or test various models like Classification models. ### Text (labeled):...
### [Development mode in transfer_learning.ipynb](https://github.com/SuperDuperDB/superduperdb/blob/docs/reusable_snippets/docs/hr/content/use_cases/transfer_learning.ipynb) #### DBs (development mode + 1 non-trivial type of data + 1 model): - [x] Connect to SQLite + insert image data + compute features...
## Description Updated the do_insert() method such that if the data is labeled data or list of dicts that contains x and y fields can be inserted in to the...
Metadata
Owner
Metadata
Superduper: Integrate AI models and machine learning workflows with your database to implement custom AI applications, without moving your data. Including streaming inference, scalable model hosting,...